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LangChain vs CrewAI

General LLM app framework LangChain versus role-based multi-agent CrewAI.

Feature LangChain CrewAI
Pricing model Freemium Freemium
Starting price Free Free
Free tier Yes Yes
API Yes Yes
Open source Yes Yes
Platforms python, javascript, api python, api
Categories agents, coding, open-source agents, coding, open-source
Best for Framework for LLM applications Multi-agent orchestration framework

LangChain highlights

  • LCEL chains
  • Agents
  • RAG tooling
  • LangSmith
  • LangGraph

LangChain is the popular open-source framework for building LLM apps with chains, agents, retrieval, and observability via LangSmith.…

CrewAI highlights

  • Role-based agents
  • Crews & flows
  • Tool calling
  • Enterprise platform
  • Observability

CrewAI is a Python framework for composing role-based AI agent crews that collaborate on tasks — popular for demos and production agent workflows alongside LangChain-style stacks.…

Verdict

LangChain for broad RAG/tooling; CrewAI when multi-agent crews are the core pattern.

Still unsure? Read full profiles for LangChain and CrewAI, or browse Best Of roundups.

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